HIIDS: Hybrid intelligent intrusion detection system empowered with machine learning and metaheuristic algorithms for application in IoT based healthcare

S Saif, P Das, S Biswas, M Khari… - Microprocessors and …, 2022 - Elsevier
This paper presents machine learning and metaheuristic algorithms based hybrid intelligent
Intrusion Detection System (HIIDS) for Internet of Things based applications such as …

Effective attack detection in internet of medical things smart environment using a deep belief neural network

S Manimurugan, S Al-Mutairi, MM Aborokbah… - IEEE …, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) has lately developed into an innovation for developing smart
environments. Security and privacy are viewed as main problems in any technology's …

Combination of feature selection and hybrid classifier as to network intrusion detection system adopting FA, GWO, and BAT optimizers

M Alizadeh, SE Mousavi… - 2021 7th International …, 2021 - ieeexplore.ieee.org
In terms of network topology, one of the extensively utilized technologies is the intrusion
detection system (IDS). Despite applying numerous machine learning approaches …

[HTML][HTML] A new deep-learning with swarm based feature selection for intelligent intrusion detection for the Internet of things

R Anushiya, VS Lavanya - Measurement: Sensors, 2023 - Elsevier
Humanity can benefit from the Internet of Things (IoT) paradigm in many different ways. IoT
devices are nonetheless susceptible to different cyber-attacks launched by the attacker …

Supervised machine learning based network intrusion detection system for Internet of Things

D Rani, NC Kaushal - 2020 11th International conference on …, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) is an innovative invention that can combine physical object to the
Internet with an ability to transfer and access of the data through Internet, however with the …

Internet of things: Evolution, concerns and security challenges

P Malhotra, Y Singh, P Anand, DK Bangotra, PK Singh… - Sensors, 2021 - mdpi.com
The escalated growth of the Internet of Things (IoT) has started to reform and reshape our
lives. The deployment of a large number of objects adhered to the internet has unlocked the …

[HTML][HTML] Optimized machine learning enabled intrusion detection 2 system for internet of medical things

Z Sun, G An, Y Yang, Y Liu - Franklin Open, 2024 - Elsevier
This research paper proposes an intrusion detection system that combines particle swarm
optimization and AdaBoost algorithms to classify and detect malware-related records in …

Intrusion detection in Internet of things using improved binary golden jackal optimization algorithm and LSTM

AV Hanafi, A Ghaffari, H Rezaei, A Valipour… - Cluster Computing, 2024 - Springer
Internet of things (IoT) technology has gained a reputation in recent years due to its ease of
use and adaptability. Due to the amount of sensitive and significant data exchanged over the …

A systematic literature review of intrusion detection system for network security: Research trends, datasets and methods

R Ferdiana - … 4th International Conference on Informatics and …, 2020 - ieeexplore.ieee.org
Study on intrusion detection system (IDS) mostly allow network administrators to focus on
development activities in terms of network security and making better use of resource. Many …

Towards SDN-enabled, intelligent intrusion detection system for internet of things (IoT)

MSA Muthanna, R Alkanhel, A Muthanna, A Rafiq… - IEEE …, 2022 - ieeexplore.ieee.org
The Internet of Things (IoT) has established itself as a multibillion-dollar business in recent
years. Despite its obvious advantages, the widespread nature of IoT renders it insecure and …